llama-mmap.cpp 19 KB

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  1. #include "llama-mmap.h"
  2. #include "llama-impl.h"
  3. #include "ggml.h"
  4. #include <cstring>
  5. #include <climits>
  6. #include <stdexcept>
  7. #include <cerrno>
  8. #include <algorithm>
  9. #ifdef __has_include
  10. #if __has_include(<unistd.h>)
  11. #include <unistd.h>
  12. #if defined(_POSIX_MAPPED_FILES)
  13. #include <sys/mman.h>
  14. #include <fcntl.h>
  15. #endif
  16. #if defined(_POSIX_MEMLOCK_RANGE)
  17. #include <sys/resource.h>
  18. #endif
  19. #endif
  20. #endif
  21. #if defined(_WIN32)
  22. #define WIN32_LEAN_AND_MEAN
  23. #ifndef NOMINMAX
  24. #define NOMINMAX
  25. #endif
  26. #include <windows.h>
  27. #ifndef PATH_MAX
  28. #define PATH_MAX MAX_PATH
  29. #endif
  30. #include <io.h>
  31. #endif
  32. #if defined(__APPLE__)
  33. #include <TargetConditionals.h>
  34. #endif
  35. // TODO: consider moving to llama-impl.h if needed in more places
  36. #if defined(_WIN32)
  37. static std::string llama_format_win_err(DWORD err) {
  38. LPSTR buf;
  39. size_t size = FormatMessageA(FORMAT_MESSAGE_ALLOCATE_BUFFER | FORMAT_MESSAGE_FROM_SYSTEM | FORMAT_MESSAGE_IGNORE_INSERTS,
  40. NULL, err, MAKELANGID(LANG_NEUTRAL, SUBLANG_DEFAULT), (LPSTR)&buf, 0, NULL);
  41. if (!size) {
  42. return "FormatMessageA failed";
  43. }
  44. std::string ret(buf, size);
  45. LocalFree(buf);
  46. return ret;
  47. }
  48. #endif
  49. // llama_file
  50. struct llama_file::impl {
  51. #if defined(_WIN32)
  52. HANDLE fp_win32;
  53. std::string GetErrorMessageWin32(DWORD error_code) const {
  54. std::string ret;
  55. LPSTR lpMsgBuf = NULL;
  56. DWORD bufLen = FormatMessageA(FORMAT_MESSAGE_ALLOCATE_BUFFER | FORMAT_MESSAGE_FROM_SYSTEM | FORMAT_MESSAGE_IGNORE_INSERTS,
  57. NULL, error_code, MAKELANGID(LANG_NEUTRAL, SUBLANG_DEFAULT), (LPSTR)&lpMsgBuf, 0, NULL);
  58. if (!bufLen) {
  59. ret = format("Win32 error code: %lx", error_code);
  60. } else {
  61. ret = lpMsgBuf;
  62. LocalFree(lpMsgBuf);
  63. }
  64. return ret;
  65. }
  66. impl(const char * fname, const char * mode) {
  67. fp = ggml_fopen(fname, mode);
  68. if (fp == NULL) {
  69. throw std::runtime_error(format("failed to open %s: %s", fname, strerror(errno)));
  70. }
  71. fp_win32 = (HANDLE) _get_osfhandle(_fileno(fp));
  72. seek(0, SEEK_END);
  73. size = tell();
  74. seek(0, SEEK_SET);
  75. }
  76. size_t tell() const {
  77. LARGE_INTEGER li;
  78. li.QuadPart = 0;
  79. BOOL ret = SetFilePointerEx(fp_win32, li, &li, FILE_CURRENT);
  80. if (!ret) {
  81. throw std::runtime_error(format("read error: %s", GetErrorMessageWin32(GetLastError()).c_str()));
  82. }
  83. return li.QuadPart;
  84. }
  85. void seek(size_t offset, int whence) const {
  86. static_assert(SEEK_SET == FILE_BEGIN, "SEEK_SET != FILE_BEGIN");
  87. static_assert(SEEK_CUR == FILE_CURRENT, "SEEK_CUR != FILE_CURRENT");
  88. static_assert(SEEK_END == FILE_END, "SEEK_END != FILE_END");
  89. LARGE_INTEGER li;
  90. li.QuadPart = offset;
  91. BOOL ret = SetFilePointerEx(fp_win32, li, NULL, whence);
  92. if (!ret) {
  93. throw std::runtime_error(format("read error: %s", GetErrorMessageWin32(GetLastError()).c_str()));
  94. }
  95. }
  96. void read_raw(void * ptr, size_t len) const {
  97. size_t bytes_read = 0;
  98. while (bytes_read < len) {
  99. size_t chunk_size = std::min<size_t>(len - bytes_read, 64*1024*1024);
  100. DWORD chunk_read = 0;
  101. BOOL result = ReadFile(fp_win32, reinterpret_cast<char*>(ptr) + bytes_read, chunk_size, &chunk_read, NULL);
  102. if (!result) {
  103. throw std::runtime_error(format("read error: %s", GetErrorMessageWin32(GetLastError()).c_str()));
  104. }
  105. if (chunk_read < chunk_size || chunk_read == 0) {
  106. throw std::runtime_error("unexpectedly reached end of file");
  107. }
  108. bytes_read += chunk_read;
  109. }
  110. }
  111. uint32_t read_u32() const {
  112. uint32_t val;
  113. read_raw(&val, sizeof(val));
  114. return val;
  115. }
  116. void write_raw(const void * ptr, size_t len) const {
  117. size_t bytes_written = 0;
  118. while (bytes_written < len) {
  119. size_t chunk_size = std::min<size_t>(len - bytes_written, 64*1024*1024);
  120. DWORD chunk_written = 0;
  121. BOOL result = WriteFile(fp_win32, reinterpret_cast<char const*>(ptr) + bytes_written, chunk_size, &chunk_written, NULL);
  122. if (!result) {
  123. throw std::runtime_error(format("write error: %s", GetErrorMessageWin32(GetLastError()).c_str()));
  124. }
  125. if (chunk_written < chunk_size || chunk_written == 0) {
  126. throw std::runtime_error("unexpectedly failed to write bytes");
  127. }
  128. bytes_written += chunk_written;
  129. }
  130. }
  131. void write_u32(uint32_t val) const {
  132. write_raw(&val, sizeof(val));
  133. }
  134. ~impl() {
  135. if (fp) {
  136. std::fclose(fp);
  137. }
  138. }
  139. #else
  140. impl(const char * fname, const char * mode) {
  141. fp = ggml_fopen(fname, mode);
  142. if (fp == NULL) {
  143. throw std::runtime_error(format("failed to open %s: %s", fname, strerror(errno)));
  144. }
  145. seek(0, SEEK_END);
  146. size = tell();
  147. seek(0, SEEK_SET);
  148. }
  149. size_t tell() const {
  150. // TODO: this ifdef is never true?
  151. #ifdef _WIN32
  152. __int64 ret = _ftelli64(fp);
  153. #else
  154. long ret = std::ftell(fp);
  155. #endif
  156. if (ret == -1) {
  157. throw std::runtime_error(format("ftell error: %s", strerror(errno)));
  158. }
  159. return (size_t) ret;
  160. }
  161. void seek(size_t offset, int whence) const {
  162. // TODO: this ifdef is never true?
  163. #ifdef _WIN32
  164. int ret = _fseeki64(fp, (__int64) offset, whence);
  165. #else
  166. int ret = std::fseek(fp, (long) offset, whence);
  167. #endif
  168. if (ret != 0) {
  169. throw std::runtime_error(format("seek error: %s", strerror(errno)));
  170. }
  171. }
  172. void read_raw(void * ptr, size_t len) const {
  173. if (len == 0) {
  174. return;
  175. }
  176. errno = 0;
  177. std::size_t ret = std::fread(ptr, len, 1, fp);
  178. if (ferror(fp)) {
  179. throw std::runtime_error(format("read error: %s", strerror(errno)));
  180. }
  181. if (ret != 1) {
  182. throw std::runtime_error("unexpectedly reached end of file");
  183. }
  184. }
  185. uint32_t read_u32() const {
  186. uint32_t ret;
  187. read_raw(&ret, sizeof(ret));
  188. return ret;
  189. }
  190. void write_raw(const void * ptr, size_t len) const {
  191. if (len == 0) {
  192. return;
  193. }
  194. errno = 0;
  195. size_t ret = std::fwrite(ptr, len, 1, fp);
  196. if (ret != 1) {
  197. throw std::runtime_error(format("write error: %s", strerror(errno)));
  198. }
  199. }
  200. void write_u32(uint32_t val) const {
  201. write_raw(&val, sizeof(val));
  202. }
  203. ~impl() {
  204. if (fp) {
  205. std::fclose(fp);
  206. }
  207. }
  208. #endif
  209. FILE * fp;
  210. size_t size;
  211. };
  212. llama_file::llama_file(const char * fname, const char * mode) : pimpl(std::make_unique<impl>(fname, mode)) {}
  213. llama_file::~llama_file() = default;
  214. size_t llama_file::tell() const { return pimpl->tell(); }
  215. size_t llama_file::size() const { return pimpl->size; }
  216. int llama_file::file_id() const {
  217. #ifdef _WIN32
  218. return _fileno(pimpl->fp);
  219. #else
  220. #if defined(fileno)
  221. return fileno(pimpl->fp);
  222. #else
  223. return ::fileno(pimpl->fp);
  224. #endif
  225. #endif
  226. }
  227. void llama_file::seek(size_t offset, int whence) const { pimpl->seek(offset, whence); }
  228. void llama_file::read_raw(void * ptr, size_t len) const { pimpl->read_raw(ptr, len); }
  229. uint32_t llama_file::read_u32() const { return pimpl->read_u32(); }
  230. void llama_file::write_raw(const void * ptr, size_t len) const { pimpl->write_raw(ptr, len); }
  231. void llama_file::write_u32(uint32_t val) const { pimpl->write_u32(val); }
  232. // llama_mmap
  233. struct llama_mmap::impl {
  234. #ifdef _POSIX_MAPPED_FILES
  235. std::vector<std::pair<size_t, size_t>> mapped_fragments;
  236. impl(struct llama_file * file, size_t prefetch, bool numa) {
  237. size = file->size();
  238. int fd = file->file_id();
  239. int flags = MAP_SHARED;
  240. if (numa) { prefetch = 0; }
  241. #ifdef __linux__
  242. if (posix_fadvise(fd, 0, 0, POSIX_FADV_SEQUENTIAL)) {
  243. LLAMA_LOG_WARN("warning: posix_fadvise(.., POSIX_FADV_SEQUENTIAL) failed: %s\n",
  244. strerror(errno));
  245. }
  246. if (prefetch) { flags |= MAP_POPULATE; }
  247. #endif
  248. addr = mmap(NULL, file->size(), PROT_READ, flags, fd, 0);
  249. if (addr == MAP_FAILED) {
  250. throw std::runtime_error(format("mmap failed: %s", strerror(errno)));
  251. }
  252. if (prefetch > 0) {
  253. if (posix_madvise(addr, std::min(file->size(), prefetch), POSIX_MADV_WILLNEED)) {
  254. LLAMA_LOG_WARN("warning: posix_madvise(.., POSIX_MADV_WILLNEED) failed: %s\n",
  255. strerror(errno));
  256. }
  257. }
  258. if (numa) {
  259. if (posix_madvise(addr, file->size(), POSIX_MADV_RANDOM)) {
  260. LLAMA_LOG_WARN("warning: posix_madvise(.., POSIX_MADV_RANDOM) failed: %s\n",
  261. strerror(errno));
  262. }
  263. }
  264. mapped_fragments.emplace_back(0, file->size());
  265. }
  266. static void align_range(size_t * first, size_t * last, size_t page_size) {
  267. size_t offset_in_page = *first & (page_size - 1);
  268. size_t offset_to_page = offset_in_page == 0 ? 0 : page_size - offset_in_page;
  269. *first += offset_to_page;
  270. *last = *last & ~(page_size - 1);
  271. if (*last <= *first) {
  272. *last = *first;
  273. }
  274. }
  275. void unmap_fragment(size_t first, size_t last) {
  276. int page_size = sysconf(_SC_PAGESIZE);
  277. align_range(&first, &last, page_size);
  278. size_t len = last - first;
  279. if (len == 0) {
  280. return;
  281. }
  282. GGML_ASSERT(first % page_size == 0);
  283. GGML_ASSERT(last % page_size == 0);
  284. GGML_ASSERT(last > first);
  285. void * next_page_start = (uint8_t *) addr + first;
  286. if (munmap(next_page_start, len)) {
  287. LLAMA_LOG_WARN("warning: munmap failed: %s\n", strerror(errno));
  288. }
  289. std::vector<std::pair<size_t, size_t>> new_mapped_fragments;
  290. for (const auto & frag : mapped_fragments) {
  291. if (frag.first < first && frag.second > last) {
  292. new_mapped_fragments.emplace_back(frag.first, first);
  293. new_mapped_fragments.emplace_back(last, frag.second);
  294. } else if (frag.first < first && frag.second > first) {
  295. new_mapped_fragments.emplace_back(frag.first, first);
  296. } else if (frag.first < last && frag.second > last) {
  297. new_mapped_fragments.emplace_back(last, frag.second);
  298. } else if (frag.first >= first && frag.second <= last) {
  299. } else {
  300. new_mapped_fragments.push_back(frag);
  301. }
  302. }
  303. mapped_fragments = std::move(new_mapped_fragments);
  304. }
  305. ~impl() {
  306. for (const auto & frag : mapped_fragments) {
  307. if (munmap((char *) addr + frag.first, frag.second - frag.first)) {
  308. LLAMA_LOG_WARN("warning: munmap failed: %s\n", strerror(errno));
  309. }
  310. }
  311. }
  312. #elif defined(_WIN32)
  313. impl(struct llama_file * file, size_t prefetch, bool numa) {
  314. GGML_UNUSED(numa);
  315. size = file->size();
  316. HANDLE hFile = (HANDLE) _get_osfhandle(file->file_id());
  317. HANDLE hMapping = CreateFileMappingA(hFile, NULL, PAGE_READONLY, 0, 0, NULL);
  318. if (hMapping == NULL) {
  319. DWORD error = GetLastError();
  320. throw std::runtime_error(format("CreateFileMappingA failed: %s", llama_format_win_err(error).c_str()));
  321. }
  322. addr = MapViewOfFile(hMapping, FILE_MAP_READ, 0, 0, 0);
  323. DWORD error = GetLastError();
  324. CloseHandle(hMapping);
  325. if (addr == NULL) {
  326. throw std::runtime_error(format("MapViewOfFile failed: %s", llama_format_win_err(error).c_str()));
  327. }
  328. if (prefetch > 0) {
  329. #if _WIN32_WINNT >= 0x602
  330. BOOL (WINAPI *pPrefetchVirtualMemory) (HANDLE, ULONG_PTR, PWIN32_MEMORY_RANGE_ENTRY, ULONG);
  331. HMODULE hKernel32 = GetModuleHandleW(L"kernel32.dll");
  332. pPrefetchVirtualMemory = (decltype(pPrefetchVirtualMemory))(void *) GetProcAddress(hKernel32, "PrefetchVirtualMemory");
  333. if (pPrefetchVirtualMemory) {
  334. WIN32_MEMORY_RANGE_ENTRY range;
  335. range.VirtualAddress = addr;
  336. range.NumberOfBytes = (SIZE_T) std::min(size, prefetch);
  337. if (!pPrefetchVirtualMemory(GetCurrentProcess(), 1, &range, 0)) {
  338. LLAMA_LOG_WARN("warning: PrefetchVirtualMemory failed: %s\n",
  339. llama_format_win_err(GetLastError()).c_str());
  340. }
  341. }
  342. #else
  343. LLAMA_LOG_DEBUG("skipping PrefetchVirtualMemory because _WIN32_WINNT < 0x602\n");
  344. #endif
  345. }
  346. }
  347. void unmap_fragment(size_t first, size_t last) {
  348. GGML_UNUSED(first);
  349. GGML_UNUSED(last);
  350. }
  351. ~impl() {
  352. if (!UnmapViewOfFile(addr)) {
  353. LLAMA_LOG_WARN("warning: UnmapViewOfFile failed: %s\n",
  354. llama_format_win_err(GetLastError()).c_str());
  355. }
  356. }
  357. #else
  358. impl(struct llama_file * file, size_t prefetch, bool numa) {
  359. GGML_UNUSED(file);
  360. GGML_UNUSED(prefetch);
  361. GGML_UNUSED(numa);
  362. throw std::runtime_error("mmap not supported");
  363. }
  364. void unmap_fragment(size_t first, size_t last) {
  365. GGML_UNUSED(first);
  366. GGML_UNUSED(last);
  367. throw std::runtime_error("mmap not supported");
  368. }
  369. #endif
  370. void * addr;
  371. size_t size;
  372. };
  373. llama_mmap::llama_mmap(struct llama_file * file, size_t prefetch, bool numa) : pimpl(std::make_unique<impl>(file, prefetch, numa)) {}
  374. llama_mmap::~llama_mmap() = default;
  375. size_t llama_mmap::size() const { return pimpl->size; }
  376. void * llama_mmap::addr() const { return pimpl->addr; }
  377. void llama_mmap::unmap_fragment(size_t first, size_t last) { pimpl->unmap_fragment(first, last); }
  378. #if defined(_POSIX_MEMLOCK_RANGE) || defined(_WIN32)
  379. const bool llama_mmap::SUPPORTED = true;
  380. #else
  381. const bool llama_mmap::SUPPORTED = false;
  382. #endif
  383. // llama_mlock
  384. struct llama_mlock::impl {
  385. #ifdef _POSIX_MEMLOCK_RANGE
  386. static size_t lock_granularity() {
  387. return (size_t) sysconf(_SC_PAGESIZE);
  388. }
  389. bool raw_lock(const void * addr, size_t size) const {
  390. if (!mlock(addr, size)) {
  391. return true;
  392. }
  393. #ifdef __APPLE__
  394. #define MLOCK_SUGGESTION \
  395. "Try increasing the sysctl values 'vm.user_wire_limit' and 'vm.global_user_wire_limit' and/or " \
  396. "decreasing 'vm.global_no_user_wire_amount'. Also try increasing RLIMIT_MEMLOCK (ulimit -l).\n"
  397. #else
  398. #define MLOCK_SUGGESTION \
  399. "Try increasing RLIMIT_MEMLOCK ('ulimit -l' as root).\n"
  400. #endif
  401. char* errmsg = std::strerror(errno);
  402. bool suggest = (errno == ENOMEM);
  403. #if defined(TARGET_OS_VISION) || defined(TARGET_OS_TV) || defined(_AIX)
  404. // visionOS/tvOS dont't support RLIMIT_MEMLOCK
  405. // Skip resource limit checks on visionOS/tvOS
  406. suggest = false;
  407. #else
  408. struct rlimit lock_limit;
  409. if (suggest && getrlimit(RLIMIT_MEMLOCK, &lock_limit)) {
  410. suggest = false;
  411. }
  412. if (suggest && (lock_limit.rlim_max > lock_limit.rlim_cur + size)) {
  413. suggest = false;
  414. }
  415. #endif
  416. LLAMA_LOG_WARN("warning: failed to mlock %zu-byte buffer (after previously locking %zu bytes): %s\n%s",
  417. size, this->size, errmsg, suggest ? MLOCK_SUGGESTION : "");
  418. return false;
  419. }
  420. static void raw_unlock(void * addr, size_t size) {
  421. if (munlock(addr, size)) {
  422. LLAMA_LOG_WARN("warning: failed to munlock buffer: %s\n", std::strerror(errno));
  423. }
  424. }
  425. #elif defined(_WIN32)
  426. static size_t lock_granularity() {
  427. SYSTEM_INFO si;
  428. GetSystemInfo(&si);
  429. return (size_t) si.dwPageSize;
  430. }
  431. bool raw_lock(void * ptr, size_t len) const {
  432. for (int tries = 1; ; tries++) {
  433. if (VirtualLock(ptr, len)) {
  434. return true;
  435. }
  436. if (tries == 2) {
  437. LLAMA_LOG_WARN("warning: failed to VirtualLock %zu-byte buffer (after previously locking %zu bytes): %s\n",
  438. len, size, llama_format_win_err(GetLastError()).c_str());
  439. return false;
  440. }
  441. SIZE_T min_ws_size, max_ws_size;
  442. if (!GetProcessWorkingSetSize(GetCurrentProcess(), &min_ws_size, &max_ws_size)) {
  443. LLAMA_LOG_WARN("warning: GetProcessWorkingSetSize failed: %s\n",
  444. llama_format_win_err(GetLastError()).c_str());
  445. return false;
  446. }
  447. size_t increment = len + 1048576;
  448. min_ws_size += increment;
  449. max_ws_size += increment;
  450. if (!SetProcessWorkingSetSize(GetCurrentProcess(), min_ws_size, max_ws_size)) {
  451. LLAMA_LOG_WARN("warning: SetProcessWorkingSetSize failed: %s\n",
  452. llama_format_win_err(GetLastError()).c_str());
  453. return false;
  454. }
  455. }
  456. }
  457. static void raw_unlock(void * ptr, size_t len) {
  458. if (!VirtualUnlock(ptr, len)) {
  459. LLAMA_LOG_WARN("warning: failed to VirtualUnlock buffer: %s\n",
  460. llama_format_win_err(GetLastError()).c_str());
  461. }
  462. }
  463. #else
  464. static size_t lock_granularity() {
  465. return (size_t) 65536;
  466. }
  467. bool raw_lock(const void * addr, size_t len) const {
  468. LLAMA_LOG_WARN("warning: mlock not supported on this system\n");
  469. return false;
  470. }
  471. static void raw_unlock(const void * addr, size_t len) {}
  472. #endif
  473. impl() : addr(NULL), size(0), failed_already(false) {}
  474. void init(void * ptr) {
  475. GGML_ASSERT(addr == NULL && size == 0);
  476. addr = ptr;
  477. }
  478. void grow_to(size_t target_size) {
  479. GGML_ASSERT(addr);
  480. if (failed_already) {
  481. return;
  482. }
  483. size_t granularity = lock_granularity();
  484. target_size = (target_size + granularity - 1) & ~(granularity - 1);
  485. if (target_size > size) {
  486. if (raw_lock((uint8_t *) addr + size, target_size - size)) {
  487. size = target_size;
  488. } else {
  489. failed_already = true;
  490. }
  491. }
  492. }
  493. void * addr;
  494. size_t size;
  495. bool failed_already;
  496. };
  497. llama_mlock::llama_mlock() : pimpl(std::make_unique<impl>()) {}
  498. llama_mlock::~llama_mlock() = default;
  499. void llama_mlock::init(void * ptr) { pimpl->init(ptr); }
  500. void llama_mlock::grow_to(size_t target_size) { pimpl->grow_to(target_size); }
  501. #if defined(_POSIX_MEMLOCK_RANGE) || defined(_WIN32)
  502. const bool llama_mlock::SUPPORTED = true;
  503. #else
  504. const bool llama_mlock::SUPPORTED = false;
  505. #endif
  506. size_t llama_path_max() {
  507. return PATH_MAX;
  508. }